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2003· article· en· W4230291317 on OpenAlexaboutno aff

Bibliographic record

VenueJournal of Neuro-Ophthalmology · 2003
Typearticle
Languageen
FieldEngineering
TopicHuman auditory perception and evaluation
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

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June 15–18, 2003 European Neuro-Ophthalmological Society (EUNOS) Göteborg, Sweden http://www.oft.gu.se/eunos2003 Contact: [email protected] June 17–21, 2003 Canadian Congress of Neurological Sciences Annual Meeting Quebec, Canada http://www.ccns.org Contact: [email protected] June 20–22, 2003 45th Annual Scientific Meeting of the American Headache Society Chicago, IL http://www.ahsnet.org/ Contact: [email protected] July 10–15, 2003 Sixth IBRO World Congress of Neuroscience Prague, Czech Republic http://www.ibro2003.cz/ Contact: [email protected] July 23–25, 2003 The 26th Annual Japan Neuroscience Meeting Nagoya Congress Center Nagoya, Japan http://www.med.nagoya-cu.ac.jp/molneuro.dir/jnss26/indexe.html http://www.ncvb.or.jp/ncc_e/index.html Contact: +81-52-683-7711 August 30–September 2, 2003 7th European Federation of Neurological Societies Congress Helsinki, Finland http://www.kenes.com/efns2003/ Contact: [email protected] September 14–18, 2003 XVth International Congress of Neuropathology Turin, Italy http://www.newtours.it/icnp2003/ Contact: [email protected] October 8–11, 2003 Joint European Research Meeting in Ophthalmology and Vision Palacio de Congresos del Colegio Oficial de Médicos Alicante, Spain http://www.ever.be Contact: [email protected] October 18–23, 2003 Congress of Neurological Surgeons Denver, CO http://www.neurosurgery.org/cns/meetings/index.asp Contact: 877-517-1CNS October 19–22, 2003 American Neurological Association San Francisco, CA http://www.aneuroa.org/ Contact: [email protected] November 8–12, 2003 Society for Neuroscience Annual Meeting New Orleans, LA http://www.sfn.org/ Contact: [email protected] November 16–19, 2003 American Academy of Ophthalmology Annual Meeting Anaheim, CA http://www.aao.org/annual_meeting Contact: [email protected] December 12–14, 2003 Japanese Neuro-Ophthalmology Society Kyoto, Japan http://www.mielparque.or.jp/kyt/kyt01.html Contact: +81-75-352-7444 February 5–7, 2004 International Stroke Conference San Diego, CA LaRita Edwards: 214-706-1100 Contact: [email protected] March 27–April 1, 2004 North American Neuro-Ophthalmology Society (NANOS) Meeting Renaissance Orlando Resort at Seaworld Orlando, FL http://www.nanosweb.org/meetings/ Contact: 860-586-7507 April 24–May 1, 2004 56th Annual Meeting of the American Academy of Neurology (AAN) San Francisco, CA http://www.aan.com/professionals/index.cfm Contact: 651-695-1940; [email protected] April 25–30, 2004 The Association for Research in Vision and Ophthalmology (ARVO) Fort Lauderdale, FL http://www.arvo.org/ Contact: 240-221-2900 May 1–6, 2004 American Association of Neurological Surgeons 2004 Annual Meeting Orlando, FL http://www.neurosurgery.org/aans/meetings Contact: 847-378-0500; [email protected] May 12–14, 2004 13th European Stroke Conference Mannheim-Heidelberg, Germany http://www.esc-mannheim-2004.org/ Contact: [email protected] May 22–25, 2004 The Society of Neurological Surgeons 2004 Annual Meeting Louisiana State University New Orleans, LA http://www.societyns.org/meeting/index.html June 5–11, 2004 42nd Annual Meeting of the American Society of Neuroradiology (ASNR) Washington State Convention & Trade Center Seattle, WA http://www.asnr.org/asnr/UpcomingMeetings.htm Contact: 630-574-0220 June 23–26, 2004 5th World Stroke Congress Vancouver, BC, Canada http://www.kenes.com/stroke2004/ Contact: [email protected] June 29–July 2, 2004 16th International Perimetric Society Meeting Barcelona, Spain http://webeye.ophth.uiowa.edu/ips/Meetings/Barcelona04.htm July 18–22, 2004 International Neuro-Ophthalmology Society (INOS) Geneva, Switzerland http://www.symporg.ch/Inos Contact: [email protected]

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.248
Threshold uncertainty score0.354

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0020.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0020.000
Scholarly communication0.0070.003
Open science0.0020.003
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.7520.654

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.037
GPT teacher head0.280
Teacher spread0.243 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2003
Admission routes1
Has abstractyes

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